Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9634146 0.8167683
bt 0.9370427 0.7643293
maxnet 0.9195122 0.7637195
gam 0.9295732 0.7768293
glm 0.9250000 0.7631098

Variable Importance